Correlation Analyses

Correlations between measures (as preregistered)

The following plots show the correlation between each measure for each construct

Correlations between measures (improved version)

We found some negative correlations between measurs. Since negative correlations indicate that those measures do not tap into the same construct we removed them as an additional analysis. Specifically, for Sleep we removed two items, namely awake duration and deep sleep duration. For Affective Dysregulation we removed daily activity stress duration and daily low stress duration and for behavioral inactivation we removed the counts of phone unlocked.

Internal Consistency

Internal Consistency using different Scalers (including all measures as preregistered)

Standard Scaler, Log Transformed

## 
## Attaching package: 'flextable'
## The following object is masked from 'package:purrr':
## 
##     compose

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.99

0.96

0.92

0.97

0.94

0.81

Within

0.26

0.37

0.39

0.25

0.00

0.00

Activity

Between

0.99

0.96

0.92

0.97

0.96

0.92

0.73

0.86

0.82

Within

0.76

0.86

0.87

0.68

0.57

0.21

0.75

0.83

0.85

AffectiveDysregulation

Between

0.98

0.92

0.94

0.98

0.94

0.94

0.82

0.83

0.84

Within

0.86

0.91

0.78

0.76

0.66

0.07

0.82

0.83

0.81

BehavioralInactivation

Between

0.99

0.98

0.87

0.98

0.91

0.71

0.27

Within

0.19

0.00

0.03

0.00

0.00

0.00

0.43

Social

Between

1.00

0.97

0.93

0.98

0.97

0.92

0.47

0.42

0.42

Within

0.29

0.66

0.69

0.32

0.10

0.00

0.27

0.36

0.39

MinMax Scaler

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.98

0.96

0.93

0.86

0.56

0.59

Within

0.50

0.44

0.40

0.00

0.00

0.00

Activity

Between

0.98

0.96

0.92

0.86

0.83

Within

0.63

0.28

0.00

0.86

0.87

AffectiveDysregulation

Between

0.95

0.88

0.78

0.78

0.82

0.85

Within

0.00

0.00

0.00

0.78

0.83

0.84

BehavioralInactivation

Between

0.94

0.81

0.37

0.30

Within

0.00

0.00

0.00

0.41

Social

Between

0.99

0.99

0.95

0.85

0.76

0.69

0.62

Within

0.55

0.00

0.00

0.00

0.68

0.66

0.65

MinMax Scaler Log Transformed

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.98

0.96

0.93

0.79

0.64

Within

0.47

0.42

0.00

0.00

0.00

Activity

Between

0.97

0.83

0.76

0.68

0.61

0.74

Within

0.00

0.00

0.00

0.73

0.63

0.74

AffectiveDysregulation

Between

0.97

0.94

0.84

0.84

0.78

0.84

Within

0.00

0.00

0.00

0.85

0.82

0.83

BehavioralInactivation

Between

0.99

0.96

0.93

0.97

0.79

0.36

0.42

0.35

0.24

Within

0.47

0.35

0.18

0.00

0.00

0.00

0.58

0.38

0.33

Social

Between

0.99

0.97

0.86

0.58

0.59

0.53

Within

0.13

0.00

0.00

0.48

0.63

0.77

Internal Consistency using different Scalers (improved version)

Standard Scaler

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.98

0.96

0.93

0.98

0.96

0.87

0.62

0.62

0.59

Within

0.59

0.51

0.58

0.40

0.00

0.00

0.66

0.58

0.62

AffectiveDysregulation

Between

0.97

0.95

0.99

0.97

0.95

0.87

0.88

0.88

Within

0.88

0.84

0.81

0.70

0.41

0.89

0.88

0.86

BehavioralInactivation

Between

1.00

0.94

0.85

0.98

0.92

0.74

0.52

Within

0.30

0.23

0.17

0.00

0.00

0.00

0.41

Standard Scaler, Log Transformed

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.98

0.96

0.93

0.98

0.96

0.87

0.63

0.61

0.59

Within

0.58

0.52

0.56

0.40

0.00

0.00

0.65

0.61

0.62

AffectiveDysregulation

Between

0.93

0.94

0.98

0.94

0.94

0.87

0.88

0.88

Within

0.94

0.84

0.88

0.85

0.52

0.89

0.90

0.85

BehavioralInactivation

Between

0.99

0.94

0.85

0.98

0.91

0.71

Within

0.22

0.12

0.03

0.00

0.00

0.00

MinMax Scaler

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.98

0.96

0.93

0.97

0.88

0.80

0.55

0.59

0.61

Within

0.57

0.52

0.60

0.00

0.00

0.00

0.61

0.61

0.67

AffectiveDysregulation

Between

0.94

0.89

0.83

0.89

0.86

0.87

Within

0.00

0.00

0.00

0.91

0.88

0.87

BehavioralInactivation

Between

0.94

0.82

0.37

0.64

Within

0.00

0.00

0.00

0.81

MinMax Scaler, Log Transformed

Cranford

Nezlek

Omega

Day

Week

Month

Day

Week

Month

Day

Week

Month

Sleep

Between

0.98

0.97

0.93

0.95

0.90

0.79

0.45

0.50

0.60

Within

0.44

0.48

0.59

0.00

0.00

0.00

0.48

0.55

0.67

AffectiveDysregulation

Between

0.97

0.93

0.87

0.87

0.80

0.87

Within

0.00

0.00

0.00

0.88

0.86

0.86

BehavioralInactivation

Between

0.99

0.96

0.98

0.83

0.29

0.42

0.32

0.23

Within

0.47

0.34

0.00

0.00

0.00

0.55

0.35

0.29